| 000 | 02410nam a2200361 i 4500 | ||
|---|---|---|---|
| 001 | CR9781108896139 | ||
| 003 | UkCbUP | ||
| 005 | 20240730160742.0 | ||
| 006 | m|||||o||d|||||||| | ||
| 007 | cr|||||||||||| | ||
| 008 | 200108s2023||||enk o ||1 0|eng|d | ||
| 020 | _a9781108896139 (ebook) | ||
| 020 | _z9781108842129 (hardback) | ||
| 040 |
_aUkCbUP _beng _erda _cUkCbUP |
||
| 050 | 0 | 0 |
_aTK5102.9 _b.D634 2023 |
| 082 | 0 | 0 |
_a621.3822 _223/eng/20220826 |
| 100 | 1 |
_aDiniz, Paulo Sergio Ramirez, _d1956- _eauthor. _974424 |
|
| 245 | 1 | 0 |
_aOnline learning and adaptive filters / _cPaulo S.R. Diniz [and four others]. |
| 264 | 1 |
_aCambridge, United Kingdom ; New York, NY, USA : _bCambridge University Press, _c2023. |
|
| 300 |
_a1 online resource (xii, 253 pages) : _bdigital, PDF file(s). |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 500 | _aTitle from publisher's bibliographic system (viewed on 24 Nov 2022). | ||
| 520 | _aLearn to solve the unprecedented challenges facing Online Learning and Adaptive Signal Processing in this concise, intuitive text. The ever-increasing amount of data generated every day requires new strategies to tackle issues such as: combining data from a large number of sensors; improving spectral usage, utilizing multiple-antennas with adaptive capabilities; or learning from signals placed on graphs, generating unstructured data. Solutions to all of these and more are described in a condensed and unified way, enabling you to expose valuable information from data and signals in a fast and economical way. The up-to-date techniques explained here can be implemented in simple electronic hardware, or as part of multi-purpose systems. Also featuring alternative explanations for online learning, including newly developed methods and data selection, and several easily implemented algorithms, this one-of-a-kind book is an ideal resource for graduate students, researchers, and professionals in online learning and adaptive filtering. | ||
| 650 | 0 |
_aAdaptive signal processing _xMathematics. _918409 |
|
| 650 | 0 |
_aMachine learning _xMathematics. _94005 |
|
| 650 | 0 |
_aSignal processing _xDigital techniques _xMathematics. _97229 |
|
| 650 | 0 |
_aDigital filters (Mathematics) _921715 |
|
| 776 | 0 | 8 |
_iPrint version: _z9781108842129 |
| 856 | 4 | 0 | _uhttps://doi.org/10.1017/9781108896139 |
| 942 | _cEBK | ||
| 999 |
_c84123 _d84123 |
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